Python agents

gguf text-generation license:apache-2.0 endpoints_compatible region:us imatrix

transformers pytorch jais text-generation custom_code arxiv:2308.16149

transformers safetensors llama text-generation facebook meta

transformers safetensors qwen2 text-generation code codeqwen

transformers gguf code codeqwen chat qwen

transformers safetensors qwen3_moe text-generation mlx conversational

gguf chain-of-thought nvfp4 qwen qwen3.6 quantized

Agent-native LLM, RAG and Agent knowledge system with traceable Markdown, MCP tools and MkDocs.

Free web search for AI agents — multi-engine parallel, smart re-ranking, zero API keys. | 免费 AI 联网搜索 — 多引擎并行、语义重排、零 API Key

Evidence-centered academic literature workflow for topic definition, search, PDF download routing, Zotero management, paper writing, citation audit, and polishing. 面向中文/双语论文写作的证据闭环工作流。

An agentic AI tool for searching, screening, and ranking NIH funding opportunities based on research interests and proposal relevance.

Framework for scientific llm-based multi-agent systems

An agentic system for autonomous neuroimaging workflows

基于Multi-Agent架构的智能旅游助手

This project registers a Python SIP client as an extension in Asterisk/FreePBX and connects calls to OpenAI Voice Agent in real-time using WebSocket.

Academic advisor due-diligence skill for Codex, Claude Code, and other agents | 学术导师调查评估

MM-ToolSandBox: A Unified Framework for Evaluating Visual Tool-Calling Agents

Ecommerce Agent 是一个基于大语言模型的垂直电商客服智能助手系统，专门针对电商客服场景进行深度优化。项目通过 LoRA 微调、DPO 对齐和 ReAct 推理框架，构建了一个能够理解复杂业务逻辑、合规调用工具、并提供专业客服服务的智能助手。

arcade/ 游戏大厅 A lightweight framework for text-based simulator games played by AI agents. Share energy, gold, and trophies across multiple games. Drop in a game directory, write a cmd(text) function — done. 一个给 AI 玩的文字模拟器游戏框架。跨游戏共享精力、金币、奖杯系统。把游戏放进目录，写一个 cmd(text) 函数，就接入了。

Open-source agency-grade social media production plugin — 16 skills, 25 commands, AI image (Nano Banana Pro) + AI video (Kling v3.0 Pro) + C2PA signing (EU AI Act Article 50). Installs on Claude Code, Cowork, Codex, Cursor, Copilot CLI, Antigravity. By Indranil Banerjee (indranil.in).

A self-improving swarm of local-LLM agents that mine, smelt, build, farm, and fight their way through Minecraft as a coordinated team. Built on mineflayer + Ollama.

Reproducing AgenticQwen (arXiv:2604.21590) — dual-flywheel data synthesis + GRPO RL training for agentic small LLMs

Visual multi-agent orchestrator with a drag-and-drop DAG canvas, dynamic LLM planning loops, permission-based tool execution, and local Qdrant RAG.

Sirvir — model fleet manager & intelligence engine for Hermes Agent. Autonomous model lifecycle manager: local serving, benchmarking, auto-scaling, API fallback, HuggingFace scanning, creator tracking, backend optimization, budget monitoring.

这是一个最小化的Multi Agent项目模板，帮助你理解 LangGraph 1.0的核心概念，并快速上手开发自己的多Agent应用。

Claude Plugins, Skills, Agents Marketplace for Home Assistant

such framework. very agent. much deploy. Агент ведёт фичу от идеи до прода. Человек занимается инженерией, а остальное сделает автоматика

A coding agent with a new context-engineering framework — bounded, deterministic, reconstructed context (the Slice), built for long-horizon work.

Customize your Employee Self-Service (ESS) agent using GitHub Copilot

用 I-Lang 判断层做 Google AdSense 过审审核:每条判定输出可解释的判断向量,而非一个模糊的标签;完整性由代码强制,漏检即报错。

Noisegate: a differential privacy gateway that lets an untrusted LLM agent query sensitive data over MCP (Model Context Protocol), with a formal guarantee no individual's record can leak even if the agent is adversarial - enforcement lives in trusted code below the model, validated by a runnable attack gallery.

MetaTrader 5 in a real Windows VM (Docker + QEMU/KVM), driven over REST + MCP — programmatic trading plus server-side TA: OHLC bars enriched with RSI/MACD/Bollinger/ADX/VWAP/Ichimoku/Order Blocks/FVGs (primitives, not signals). Typed MCP tools mirror the whole surface. Multi-broker, multi-account. No Wine bullshit.

Native Excel (.xlsx) generator tool for Open WebUI — multi-sheet, Tables, live formulas, charts. MIT.

AWS-native knowledge graph RAG framework unifying two graph-retrieval methodologies — Microsoft GraphRAG community summarization and LightRAG dual-level keyword search — on Amazon Bedrock, Neptune, and OpenSearch. Multi-hop QA over document corpora, with incremental indexing and multilingual support.

Claude Code skill that delegates implementation to GPT-5.6 Sol via Codex CLI, Claude plans and reviews the diff, Sol writes the code. Multi-model AI coding where the model that wrote the diff never grades it.

Local browser agent: MLX + Chrome DevTools Protocol. Handles cross-origin iframes, Shadow DOM, ProseMirror. Runs on Apple Silicon, no cloud.

Self-hosted voice assistant. Speak to your computer: it answers aloud, types your dictation, and operates your apps.

Turn research and long-form writing into humanistic, model-interpreted Xiaohongshu carousels.

免登陆一键保存小红书笔记到本地的 Skill，适用于 Claude Code/Codex/OpenClaw 等 agent

AI Agent engineering and quantitative finance knowledge base: source-level architecture analysis, Agent-to-Agent protocol research, runnable code experiments, industry insights. Obsidian vault, ready to clone.

Use this cross-platform skill in Codex or Claude Code to establish repository-local continuity memory so a future agent can recover objective, status, decisions, validation, risks, and next actions without relying on previous chat history.

transformers safetensors jais2 text-generation conversational ar

A general-purpose computational biology framework integrating LLM multi-agent reasoning with deterministic physical and ecological solvers.

An explainable AI system that combines Graph Intelligence, Vector Search, and Retrieval-Augmented Generation (RAG) to deliver grounded answers and transparent reasoning paths. Includes a FastAPI backend, Streamlit UI, FAISS vector index, and an in-memory knowledge graph for hybrid retrieval and recommendations.

AutoGen Toolsmith simplifies the process of creating and managing tools that can be used by agents in the AutoGen framework.

A self-modifying, TUI and Discord-facing, AI agent harness with parallel tool calling

Integration between Django and LangChain

A simple AI Chatbot implementation using Pytorch and NPL

Use NavamAI to supercharge your productivity and workflow with personal, fast, and quality AI. Turn your Terminal into a configurable, interactive, and unobtrusive personal AI app. Power of 15 LLMs and 7 providers at your finger tips. Pair with workflows in Markdown, VS Code, Obsidian, and GitHub. Get productive fast with three simple commands.

A MCP protocol agent that operates a SQLite using natural language by OpenAI-Compatible LLM.

A multi-agent data wrangler project for data profiling, transformation, and quality scoring

Agentic-RAG Framework: A high-performance knowledge retrieval system featuring Hybrid Search (FAISS + BM25), RRF Re-ranking, and MySQL/Redis persistent storage.

Build your own Advanced AI Copilot with Postgres

Smart assistant for threat monitoring, attack prevention, and web protection.

Neuron is a composable agent framework inspired by cognitive neuroscience. It enables you to build, orchestrate, and monitor intelligent multi-agent systems using a modular circuit-based architecture.

Code and data for COLING2024 paper "Characteristic AI Agents via Large Language Models".

Exploring Agno framework for building AI agents.

Quillan-Ronin - Achieved A.G.I. architected A Stateful Reasoning Engine on Universal BitNet 1.58-bit logic and a 9B EGGROLL Swarm. v6.0.3 Quantum features a 33-Expert HNMoE Council, 32-layer Flash Diffusion, and the C20-ARTIFEX Host-Execution Bridge. See README.md for more details .Architected by CrashOverrideX

Lightweight server for developing conversational agents using Microsoft AutoGen 0.4

Async task queue + persistent memory for AI agents. Never lose context between sessions. Works with Claude Code, Remote Control, and Claude.ai web.

DRIA (Deep Research and Intelligence Agent) is a fully local voice assistant that can hold real-time conversations while performing deep research in the background — powered by Firecrawl, Mistral AI, Perplexica, and LiveKit.

Framework for prototyping of LLM-based applications

36,299 multi-agent systems papers collected, 17,969 analyzed with coordination patterns, embeddings, and a 16-cluster taxonomy — the largest structured MAS corpus bridging 30 years of classical research with modern LLM agents

Human-in-the-loop execution for LLM agents

A Retrieval-Augmented Generation (RAG) chatbot that answers questions from your own documents using local or cloud-based LLMs.

This smart assistant uses advanced Multi-Agent AI systems, leveraging over 10+ agents working asynchronously to perform 20+ tasks. From disease research to personalized diet and exercise plans, as well as doctor consultations and patient journeys, it brings all essential healthcare services into a single platform.

Repositorio del proyecto y ejercicios del Curso de LangChain de Platzi

A simple LangChain 🦜🔗 bot that uses OpenAI and Google Search to do question answering.

It is a chatbot for answering questions with information in documents.

Chatbot web-applications with LLM, OpenAI API Assistants, LangChain, vector databases, and other AI stuff

RAG pipeline implementation example for the Russian language

✅ Pytest-style test runner for langchain projects

AI-powered system generating knowledge graphs from text and answering questions.

A single-table DynamoDB implementation of the LangGraph checkpoint saver interface.

Retrieval Augmented Generation-based Agentic CrewAI

General-purpose Gen AI Accelerator developed for Insight APAC projects

Interactive chat application leveraging OpenAI's GPT-4 for real-time conversation simulations. Built with Flask, this project showcases streaming LLM responses in a user-friendly web interface.

Swarm for Ollama. OpenAI Framework to build/orchestrate/deploy multi-agent systems. Working offline with Ollama

You install it. Claude drives the CLI tool. At first it might seem like too much. Eventually, nothing less will make sense.

cold-mailing ai agent that takes in email address, recipient name, and other details to send mail.

Monorepo for sinapsis templates supporting LLM based Agents

Assistente virtual Android feita em Python com o auxilio do app QPython programada pelo celular através de uma série de vídeos no YouTube

Haly AI Slack Bot. A GPT powered chatbot that can answer questions about your organization using semantic search.

[Maintainer Required] Dialogflow Django is a web client to chat :sparkling_heart:

兼容 GPT2、Bloom 等 Pytorch 框架下的语言模型、人工智能标记语言 (AIML) 和任务型对话系统 (Task) 的深度中文智能对话机器人框架

Speakscribe is a web application that allows users to transcribe audios using OpenAI and also interact with a chat bot. The web application is created in Python using NiceGUI.

:anchor: 聊天机器人，语义理解，快速开始

Simple nlp chatbot

Official repo of the "Building a Python Twitch bot (2020)" series.

Python фреймворк для создания ботов сообществ Вконтакте

Convert plain English trading ideas into bug-free, backtest-ready PineScript V5 code using GPT-4o. V5-native prompt architecture + post-generation syntax validator. Zero compile errors on paste.

ChatGPT with access to the internet

ChatGPT learns automatically.

Interact directly with code repositories in a chat or automate the development of your code based just on a project description

Telegram chat bot semantic search with the content and database

This is an OpenAI Whisper automatic speech recognition microservice

The CleanEnergyBot is a Telegram bot providing real-time electricity usage, CO2 forecasts, and energy-saving tips in Ireland, using data from EirGrid and GPT-3 analysis. It helps users make eco-friendly energy choices by comparing emissions data with EU standards.

A stand-alone application with GUI for OpenAI's Whisper